Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 914 |
| Missing cells | 1281 |
| Missing cells (%) | 6.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 203.7 KiB |
| Average record size in memory | 228.2 B |
Variable types
| Categorical | 14 |
|---|---|
| Numeric | 8 |
drive_train has constant value "fwd" | Constant |
name has a high cardinality: 216 distinct values | High cardinality |
model has a high cardinality: 87 distinct values | High cardinality |
engine_type has a high cardinality: 91 distinct values | High cardinality |
fuel_economy has a high cardinality: 158 distinct values | High cardinality |
year is highly overall correlated with mileage and 1 other fields | High correlation |
mileage is highly overall correlated with year | High correlation |
fuel_capacity is highly overall correlated with cc_displacement and 8 other fields | High correlation |
cc_displacement is highly overall correlated with fuel_capacity and 6 other fields | High correlation |
bhp is highly overall correlated with fuel_capacity and 6 other fields | High correlation |
torque is highly overall correlated with fuel_capacity and 7 other fields | High correlation |
price is highly overall correlated with year and 7 other fields | High correlation |
engine_litres is highly overall correlated with fuel_capacity and 8 other fields | High correlation |
make is highly overall correlated with fuel_capacity and 3 other fields | High correlation |
model is highly overall correlated with fuel_capacity and 11 other fields | High correlation |
body_style is highly overall correlated with model and 1 other fields | High correlation |
seating_capacity is highly overall correlated with fuel_capacity and 2 other fields | High correlation |
fuel_type is highly overall correlated with torque and 2 other fields | High correlation |
engine_type is highly overall correlated with fuel_capacity and 12 other fields | High correlation |
transmission_gears is highly overall correlated with engine_type | High correlation |
transmission_type is highly overall correlated with model | High correlation |
emission_class is highly overall correlated with model and 1 other fields | High correlation |
num_owners is highly imbalanced (58.5%) | Imbalance |
seating_capacity is highly imbalanced (85.9%) | Imbalance |
fuel_type is highly imbalanced (55.9%) | Imbalance |
transmission_gears is highly imbalanced (55.7%) | Imbalance |
engine_litres has 393 (43.0%) missing values | Missing |
drive_train has 888 (97.2%) missing values | Missing |
Reproduction
| Analysis started | 2023-07-17 02:38:52.601756 |
|---|---|
| Analysis finished | 2023-07-17 02:39:23.498026 |
| Duration | 30.9 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
name
Categorical
| Distinct | 216 |
|---|---|
| Distinct (%) | 23.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| vxi | |
|---|---|
| sportz | 51 |
| sx | 30 |
| asta | 28 |
| alpha | 27 |
| Other values (211) |
Length
| Max length | 26 |
|---|---|
| Median length | 21 |
| Mean length | 6.7943107 |
| Min length | 0 |
Characters and Unicode
| Total characters | 6210 |
|---|---|
| Distinct characters | 41 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 90 ? |
|---|---|
| Unique (%) | 9.8% |
Sample
| 1st row | highline at (d) |
|---|---|
| 2nd row | sx |
| 3rd row | vx |
| 4th row | rxt amt |
| 5th row | asta |
Common Values
| Value | Count | Frequency (%) |
| vxi | 74 | 8.1% |
| sportz | 51 | 5.6% |
| sx | 30 | 3.3% |
| asta | 28 | 3.1% |
| alpha | 27 | 3.0% |
| vx | 25 | 2.7% |
| titanium | 23 | 2.5% |
| magna | 23 | 2.5% |
| vxi amt | 19 | 2.1% |
| v | 17 | 1.9% |
| Other values (206) | 597 |
Length
| Value | Count | Frequency (%) |
| vxi | 121 | 7.7% |
| sx | 97 | 6.2% |
| plus | 75 | 4.8% |
| at | 74 | 4.7% |
| sportz | 70 | 4.5% |
| amt | 67 | 4.3% |
| o | 61 | 3.9% |
| asta | 58 | 3.7% |
| zxi | 49 | 3.1% |
| vx | 43 | 2.7% |
| Other values (112) | 851 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 665 | 10.7% |
| 654 | 10.5% | |
| a | 575 | 9.3% |
| x | 442 | 7.1% |
| i | 439 | 7.1% |
| s | 425 | 6.8% |
| v | 291 | 4.7% |
| p | 283 | 4.6% |
| l | 245 | 3.9% |
| r | 244 | 3.9% |
| Other values (31) | 1947 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 5181 | |
| Space Separator | 654 | 10.5% |
| Decimal Number | 126 | 2.0% |
| Open Punctuation | 90 | 1.4% |
| Close Punctuation | 90 | 1.4% |
| Math Symbol | 47 | 0.8% |
| Other Punctuation | 16 | 0.3% |
| Dash Punctuation | 6 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 665 | |
| a | 575 | |
| x | 442 | 8.5% |
| i | 439 | 8.5% |
| s | 425 | 8.2% |
| v | 291 | 5.6% |
| p | 283 | 5.5% |
| l | 245 | 4.7% |
| r | 244 | 4.7% |
| o | 226 | 4.4% |
| Other values (15) | 1346 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 38 | |
| 2 | 20 | |
| 0 | 18 | |
| 5 | 17 | |
| 4 | 16 | |
| 8 | 14 | 11.1% |
| 6 | 2 | 1.6% |
| 9 | 1 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11 | |
| / | 4 | 25.0% |
| & | 1 | 6.2% |
Space Separator
| Value | Count | Frequency (%) |
| 654 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 90 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 90 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 47 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5181 | |
| Common | 1029 | 16.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 665 | |
| a | 575 | |
| x | 442 | 8.5% |
| i | 439 | 8.5% |
| s | 425 | 8.2% |
| v | 291 | 5.6% |
| p | 283 | 5.5% |
| l | 245 | 4.7% |
| r | 244 | 4.7% |
| o | 226 | 4.4% |
| Other values (15) | 1346 |
Common
| Value | Count | Frequency (%) |
| 654 | ||
| ( | 90 | 8.7% |
| ) | 90 | 8.7% |
| + | 47 | 4.6% |
| 1 | 38 | 3.7% |
| 2 | 20 | 1.9% |
| 0 | 18 | 1.7% |
| 5 | 17 | 1.7% |
| 4 | 16 | 1.6% |
| 8 | 14 | 1.4% |
| Other values (6) | 25 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6210 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 665 | 10.7% |
| 654 | 10.5% | |
| a | 575 | 9.3% |
| x | 442 | 7.1% |
| i | 439 | 7.1% |
| s | 425 | 6.8% |
| v | 291 | 4.7% |
| p | 283 | 4.6% |
| l | 245 | 3.9% |
| r | 244 | 3.9% |
| Other values (31) | 1947 |
make
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| hyundai | |
|---|---|
| maruti suzuki | |
| honda | |
| renault | |
| ford | |
| Other values (11) |
Length
| Max length | 13 |
|---|---|
| Median length | 10 |
| Mean length | 8.5568928 |
| Min length | 3 |
Characters and Unicode
| Total characters | 7821 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | volkswagen |
|---|---|
| 2nd row | hyundai |
| 3rd row | honda |
| 4th row | renault |
| 5th row | hyundai |
Common Values
| Value | Count | Frequency (%) |
| hyundai | 293 | |
| maruti suzuki | 285 | |
| honda | 73 | 8.0% |
| renault | 66 | 7.2% |
| ford | 46 | 5.0% |
| toyota | 30 | 3.3% |
| volkswagen | 27 | 3.0% |
| tata | 23 | 2.5% |
| mg motors | 23 | 2.5% |
| mahindra | 18 | 2.0% |
| Other values (6) | 30 | 3.3% |
Length
| Value | Count | Frequency (%) |
| hyundai | 293 | |
| maruti | 285 | |
| suzuki | 285 | |
| honda | 73 | 6.0% |
| renault | 66 | 5.4% |
| ford | 46 | 3.8% |
| toyota | 30 | 2.5% |
| volkswagen | 27 | 2.2% |
| motors | 23 | 1.9% |
| mg | 23 | 1.9% |
| Other values (8) | 71 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 1217 | |
| i | 893 | |
| a | 876 | |
| t | 489 | 6.3% |
| n | 488 | 6.2% |
| r | 444 | 5.7% |
| d | 438 | 5.6% |
| h | 390 | 5.0% |
| s | 351 | 4.5% |
| m | 349 | 4.5% |
| Other values (14) | 1886 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7513 | |
| Space Separator | 308 | 3.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 1217 | |
| i | 893 | |
| a | 876 | |
| t | 489 | 6.5% |
| n | 488 | 6.5% |
| r | 444 | 5.9% |
| d | 438 | 5.8% |
| h | 390 | 5.2% |
| s | 351 | 4.7% |
| m | 349 | 4.6% |
| Other values (13) | 1578 |
Space Separator
| Value | Count | Frequency (%) |
| 308 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7513 | |
| Common | 308 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 1217 | |
| i | 893 | |
| a | 876 | |
| t | 489 | 6.5% |
| n | 488 | 6.5% |
| r | 444 | 5.9% |
| d | 438 | 5.8% |
| h | 390 | 5.2% |
| s | 351 | 4.7% |
| m | 349 | 4.6% |
| Other values (13) | 1578 |
Common
| Value | Count | Frequency (%) |
| 308 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7821 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 1217 | |
| i | 893 | |
| a | 876 | |
| t | 489 | 6.3% |
| n | 488 | 6.2% |
| r | 444 | 5.7% |
| d | 438 | 5.6% |
| h | 390 | 5.0% |
| s | 351 | 4.5% |
| m | 349 | 4.5% |
| Other values (14) | 1886 |
model
Categorical
HIGH CARDINALITY  HIGH CORRELATION 
| Distinct | 87 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| elite i20 | 64 |
|---|---|
| i10 | 36 |
| grand i10 | 35 |
| baleno | 32 |
| verna | 32 |
| Other values (82) |
Length
| Max length | 16 |
|---|---|
| Median length | 14 |
| Mean length | 6.3041575 |
| Min length | 2 |
Characters and Unicode
| Total characters | 5762 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 1.6% |
Sample
| 1st row | ameo |
|---|---|
| 2nd row | i20 active |
| 3rd row | wr-v |
| 4th row | kwid |
| 5th row | grand i10 |
Common Values
| Value | Count | Frequency (%) |
| elite i20 | 64 | 7.0% |
| i10 | 36 | 3.9% |
| grand i10 | 35 | 3.8% |
| baleno | 32 | 3.5% |
| verna | 32 | 3.5% |
| ciaz | 30 | 3.3% |
| kwid | 28 | 3.1% |
| city | 28 | 3.1% |
| ecosport | 27 | 3.0% |
| alto k10 | 27 | 3.0% |
| Other values (77) | 575 |
Length
| Value | Count | Frequency (%) |
| i20 | 93 | 7.8% |
| i10 | 76 | 6.4% |
| elite | 64 | 5.4% |
| alto | 53 | 4.5% |
| grand | 40 | 3.4% |
| verna | 38 | 3.2% |
| baleno | 32 | 2.7% |
| swift | 32 | 2.7% |
| dzire | 31 | 2.6% |
| ciaz | 30 | 2.5% |
| Other values (83) | 698 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 622 | 10.8% |
| i | 596 | 10.3% |
| r | 433 | 7.5% |
| a | 418 | 7.3% |
| t | 414 | 7.2% |
| o | 390 | 6.8% |
| 0 | 276 | 4.8% |
| 273 | 4.7% | |
| c | 243 | 4.2% |
| n | 236 | 4.1% |
| Other values (25) | 1861 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4895 | |
| Decimal Number | 538 | 9.3% |
| Space Separator | 273 | 4.7% |
| Dash Punctuation | 35 | 0.6% |
| Other Punctuation | 21 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 622 | |
| i | 596 | |
| r | 433 | |
| a | 418 | 8.5% |
| t | 414 | 8.5% |
| o | 390 | 8.0% |
| c | 243 | 5.0% |
| n | 236 | 4.8% |
| s | 235 | 4.8% |
| l | 234 | 4.8% |
| Other values (15) | 1074 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 1 | 130 | |
| 2 | 94 | 17.5% |
| 8 | 25 | 4.6% |
| 5 | 5 | 0.9% |
| 4 | 5 | 0.9% |
| 3 | 3 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 273 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 35 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 21 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4895 | |
| Common | 867 | 15.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 622 | |
| i | 596 | |
| r | 433 | |
| a | 418 | 8.5% |
| t | 414 | 8.5% |
| o | 390 | 8.0% |
| c | 243 | 5.0% |
| n | 236 | 4.8% |
| s | 235 | 4.8% |
| l | 234 | 4.8% |
| Other values (15) | 1074 |
Common
| Value | Count | Frequency (%) |
| 0 | 276 | |
| 273 | ||
| 1 | 130 | |
| 2 | 94 | 10.8% |
| - | 35 | 4.0% |
| 8 | 25 | 2.9% |
| . | 21 | 2.4% |
| 5 | 5 | 0.6% |
| 4 | 5 | 0.6% |
| 3 | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5762 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 622 | 10.8% |
| i | 596 | 10.3% |
| r | 433 | 7.5% |
| a | 418 | 7.3% |
| t | 414 | 7.2% |
| o | 390 | 6.8% |
| 0 | 276 | 4.8% |
| 273 | 4.7% | |
| c | 243 | 4.2% |
| n | 236 | 4.1% |
| Other values (25) | 1861 |
year
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.8906 |
| Minimum | 2011 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 KiB |
Quantile statistics
| Minimum | 2011 |
|---|---|
| 5-th percentile | 2012 |
| Q1 | 2015 |
| median | 2017 |
| Q3 | 2019 |
| 95-th percentile | 2021 |
| Maximum | 2022 |
| Range | 11 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.816214 |
|---|---|
| Coefficient of variation (CV) | 0.0013963147 |
| Kurtosis | -0.73224576 |
| Mean | 2016.8906 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.35188597 |
| Sum | 1843438 |
| Variance | 7.9310614 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2017 | 129 | |
| 2020 | 113 | |
| 2019 | 112 | |
| 2018 | 110 | |
| 2016 | 88 | |
| 2015 | 83 | |
| 2014 | 71 | |
| 2021 | 65 | |
| 2013 | 51 | 5.6% |
| 2011 | 42 | 4.6% |
| Other values (2) | 50 | 5.5% |
| Value | Count | Frequency (%) |
| 2011 | 42 | 4.6% |
| 2012 | 36 | 3.9% |
| 2013 | 51 | 5.6% |
| 2014 | 71 | |
| 2015 | 83 | |
| 2016 | 88 | |
| 2017 | 129 | |
| 2018 | 110 | |
| 2019 | 112 | |
| 2020 | 113 |
| Value | Count | Frequency (%) |
| 2022 | 14 | 1.5% |
| 2021 | 65 | |
| 2020 | 113 | |
| 2019 | 112 | |
| 2018 | 110 | |
| 2017 | 129 | |
| 2016 | 88 | |
| 2015 | 83 | |
| 2014 | 71 | |
| 2013 | 51 | 5.6% |
color
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| white | |
|---|---|
| red | |
| grey | |
| silver | |
| blue | |
| Other values (10) |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 4.5196937 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4131 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | silver |
|---|---|
| 2nd row | red |
| 3rd row | white |
| 4th row | bronze |
| 5th row | orange |
Common Values
| Value | Count | Frequency (%) |
| white | 188 | |
| red | 167 | |
| grey | 156 | |
| silver | 126 | |
| blue | 122 | |
| brown | 62 | 6.8% |
| black | 35 | 3.8% |
| orange | 19 | 2.1% |
| bronze | 12 | 1.3% |
| beige | 9 | 1.0% |
| Other values (5) | 18 | 2.0% |
Length
| Value | Count | Frequency (%) |
| white | 188 | |
| red | 167 | |
| grey | 156 | |
| silver | 126 | |
| blue | 122 | |
| brown | 62 | 6.8% |
| black | 35 | 3.8% |
| orange | 19 | 2.1% |
| bronze | 12 | 1.3% |
| beige | 9 | 1.0% |
| Other values (5) | 18 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 825 | |
| r | 551 | |
| i | 323 | 7.8% |
| l | 302 | 7.3% |
| w | 256 | 6.2% |
| b | 240 | 5.8% |
| g | 189 | 4.6% |
| t | 188 | 4.6% |
| h | 188 | 4.6% |
| d | 170 | 4.1% |
| Other values (12) | 899 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4131 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 825 | |
| r | 551 | |
| i | 323 | 7.8% |
| l | 302 | 7.3% |
| w | 256 | 6.2% |
| b | 240 | 5.8% |
| g | 189 | 4.6% |
| t | 188 | 4.6% |
| h | 188 | 4.6% |
| d | 170 | 4.1% |
| Other values (12) | 899 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4131 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 825 | |
| r | 551 | |
| i | 323 | 7.8% |
| l | 302 | 7.3% |
| w | 256 | 6.2% |
| b | 240 | 5.8% |
| g | 189 | 4.6% |
| t | 188 | 4.6% |
| h | 188 | 4.6% |
| d | 170 | 4.1% |
| Other values (12) | 899 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4131 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 825 | |
| r | 551 | |
| i | 323 | 7.8% |
| l | 302 | 7.3% |
| w | 256 | 6.2% |
| b | 240 | 5.8% |
| g | 189 | 4.6% |
| t | 188 | 4.6% |
| h | 188 | 4.6% |
| d | 170 | 4.1% |
| Other values (12) | 899 |
body_style
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| hatchback | |
|---|---|
| sedan | |
| suv | |
| muv | 38 |
| crossover | 21 |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 6.6236324 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6054 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sedan |
|---|---|
| 2nd row | crossover |
| 3rd row | suv |
| 4th row | hatchback |
| 5th row | hatchback |
Common Values
| Value | Count | Frequency (%) |
| hatchback | 462 | |
| sedan | 207 | |
| suv | 186 | |
| muv | 38 | 4.2% |
| crossover | 21 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| hatchback | 462 | |
| sedan | 207 | |
| suv | 186 | |
| muv | 38 | 4.2% |
| crossover | 21 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1131 | |
| c | 945 | |
| h | 924 | |
| t | 462 | |
| b | 462 | |
| k | 462 | |
| s | 435 | 7.2% |
| v | 245 | 4.0% |
| e | 228 | 3.8% |
| u | 224 | 3.7% |
| Other values (5) | 536 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6054 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1131 | |
| c | 945 | |
| h | 924 | |
| t | 462 | |
| b | 462 | |
| k | 462 | |
| s | 435 | 7.2% |
| v | 245 | 4.0% |
| e | 228 | 3.8% |
| u | 224 | 3.7% |
| Other values (5) | 536 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6054 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1131 | |
| c | 945 | |
| h | 924 | |
| t | 462 | |
| b | 462 | |
| k | 462 | |
| s | 435 | 7.2% |
| v | 245 | 4.0% |
| e | 228 | 3.8% |
| u | 224 | 3.7% |
| Other values (5) | 536 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6054 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1131 | |
| c | 945 | |
| h | 924 | |
| t | 462 | |
| b | 462 | |
| k | 462 | |
| s | 435 | 7.2% |
| v | 245 | 4.0% |
| e | 228 | 3.8% |
| u | 224 | 3.7% |
| Other values (5) | 536 |
mileage
Real number (ℝ)
| Distinct | 878 |
|---|---|
| Distinct (%) | 96.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41728.979 |
| Minimum | 1117 |
|---|---|
| Maximum | 99495 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 KiB |
Quantile statistics
| Minimum | 1117 |
|---|---|
| 5-th percentile | 7872.95 |
| Q1 | 22559 |
| median | 38145 |
| Q3 | 58017.5 |
| 95-th percentile | 88735 |
| Maximum | 99495 |
| Range | 98378 |
| Interquartile range (IQR) | 35458.5 |
Descriptive statistics
| Standard deviation | 24460.833 |
|---|---|
| Coefficient of variation (CV) | 0.58618336 |
| Kurtosis | -0.67034938 |
| Mean | 41728.979 |
| Median Absolute Deviation (MAD) | 17731.5 |
| Skewness | 0.49571404 |
| Sum | 38140287 |
| Variance | 5.9833237 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 59680 | 2 | 0.2% |
| 45378 | 2 | 0.2% |
| 56221 | 2 | 0.2% |
| 30234 | 2 | 0.2% |
| 31262 | 2 | 0.2% |
| 42200 | 2 | 0.2% |
| 50009 | 2 | 0.2% |
| 17246 | 2 | 0.2% |
| 6738 | 2 | 0.2% |
| 22538 | 2 | 0.2% |
| Other values (868) | 894 |
| Value | Count | Frequency (%) |
| 1117 | 1 | |
| 1540 | 1 | |
| 2163 | 1 | |
| 2174 | 1 | |
| 3174 | 1 | |
| 3474 | 1 | |
| 3679 | 1 | |
| 3832 | 1 | |
| 4305 | 1 | |
| 4337 | 1 |
| Value | Count | Frequency (%) |
| 99495 | 2 | |
| 99144 | 1 | |
| 99001 | 1 | |
| 98109 | 1 | |
| 97902 | 1 | |
| 97573 | 1 | |
| 97039 | 2 | |
| 96939 | 1 | |
| 96471 | 1 | |
| 96236 | 1 |
num_owners
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 914 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 140 | 15.3% |
| 3 | 4 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 140 | 15.3% |
| 3 | 4 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 140 | 15.3% |
| 3 | 4 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 914 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 140 | 15.3% |
| 3 | 4 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 914 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 140 | 15.3% |
| 3 | 4 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 914 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 770 | |
| 2 | 140 | 15.3% |
| 3 | 4 | 0.4% |
seating_capacity
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| 5 | |
|---|---|
| 7 | 39 |
| 8 | 5 |
| 6 | 1 |
| 4 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 914 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 868 | |
| 7 | 39 | 4.3% |
| 8 | 5 | 0.5% |
| 6 | 1 | 0.1% |
| 4 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 868 | |
| 7 | 39 | 4.3% |
| 8 | 5 | 0.5% |
| 6 | 1 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 868 | |
| 7 | 39 | 4.3% |
| 8 | 5 | 0.5% |
| 6 | 1 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 914 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 868 | |
| 7 | 39 | 4.3% |
| 8 | 5 | 0.5% |
| 6 | 1 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 914 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 868 | |
| 7 | 39 | 4.3% |
| 8 | 5 | 0.5% |
| 6 | 1 | 0.1% |
| 4 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 914 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 868 | |
| 7 | 39 | 4.3% |
| 8 | 5 | 0.5% |
| 6 | 1 | 0.1% |
| 4 | 1 | 0.1% |
fuel_type
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| p | |
|---|---|
| d | |
| pc | 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.0021882 |
| Min length | 1 |
Characters and Unicode
| Total characters | 916 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | d |
|---|---|
| 2nd row | p |
| 3rd row | p |
| 4th row | p |
| 5th row | p |
Common Values
| Value | Count | Frequency (%) |
| p | 749 | |
| d | 163 | 17.8% |
| pc | 2 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| p | 749 | |
| d | 163 | 17.8% |
| pc | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 751 | |
| d | 163 | 17.8% |
| c | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 916 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 751 | |
| d | 163 | 17.8% |
| c | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 916 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 751 | |
| d | 163 | 17.8% |
| c | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 916 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 751 | |
| d | 163 | 17.8% |
| c | 2 | 0.2% |
fuel_capacity
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.966083 |
| Minimum | 15 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 35 |
| median | 42 |
| Q3 | 45 |
| 95-th percentile | 60 |
| Maximum | 70 |
| Range | 55 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.8967841 |
|---|---|
| Coefficient of variation (CV) | 0.18817062 |
| Kurtosis | 0.9447582 |
| Mean | 41.966083 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.72399891 |
| Sum | 38357 |
| Variance | 62.359199 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 160 | |
| 45 | 154 | |
| 43 | 134 | |
| 40 | 96 | |
| 37 | 89 | |
| 60 | 62 | 6.8% |
| 42 | 44 | 4.8% |
| 50 | 35 | 3.8% |
| 28 | 29 | 3.2% |
| 52 | 27 | 3.0% |
| Other values (11) | 84 |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 27 | 14 | 1.5% |
| 28 | 29 | 3.2% |
| 32 | 27 | 3.0% |
| 35 | 160 | |
| 36 | 4 | 0.4% |
| 37 | 89 | |
| 40 | 96 | |
| 41 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 70 | 5 | 0.5% |
| 66 | 1 | 0.1% |
| 60 | 62 | |
| 55 | 13 | 1.4% |
| 52 | 27 | 3.0% |
| 50 | 35 | 3.8% |
| 48 | 14 | 1.5% |
| 45 | 154 | |
| 44 | 2 | 0.2% |
| 43 | 134 |
engine_type
Categorical
HIGH CARDINALITY  HIGH CORRELATION 
| Distinct | 91 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| kappa vtvt | |
|---|---|
| k10b | |
| i-vtec | 33 |
| vvt | 33 |
| Other values (86) |
Length
| Max length | 95 |
|---|---|
| Median length | 24 |
| Mean length | 8.6148796 |
| Min length | 0 |
Characters and Unicode
| Total characters | 7874 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 25 ? |
|---|---|
| Unique (%) | 2.7% |
Sample
| 1st row | tdi |
|---|---|
| 2nd row | kappa |
| 3rd row | i-vtec |
| 4th row | |
| 5th row | kappa vtvt |
Common Values
| Value | Count | Frequency (%) |
| 119 | 13.0% | |
| kappa vtvt | 77 | 8.4% |
| k10b | 60 | 6.6% |
| i-vtec | 33 | 3.6% |
| vvt | 33 | 3.6% |
| kappa | 32 | 3.5% |
| f8d | 25 | 2.7% |
| k series | 24 | 2.6% |
| fwd | 23 | 2.5% |
| mpi | 23 | 2.5% |
| Other values (81) | 465 |
Length
| Value | Count | Frequency (%) |
| kappa | 159 | 9.9% |
| vtvt | 149 | 9.2% |
| 4 | 79 | 4.9% |
| cylinder | 78 | 4.8% |
| dual | 64 | 4.0% |
| k10b | 60 | 3.7% |
| vvt | 57 | 3.5% |
| i-vtec | 44 | 2.7% |
| series | 37 | 2.3% |
| k | 35 | 2.2% |
| Other values (98) | 850 |
Most occurring characters
| Value | Count | Frequency (%) |
| 819 | 10.4% | |
| t | 702 | 8.9% |
| v | 618 | 7.8% |
| i | 560 | 7.1% |
| a | 527 | 6.7% |
| e | 448 | 5.7% |
| d | 434 | 5.5% |
| p | 402 | 5.1% |
| k | 355 | 4.5% |
| r | 339 | 4.3% |
| Other values (29) | 2670 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6427 | |
| Space Separator | 819 | 10.4% |
| Decimal Number | 498 | 6.3% |
| Dash Punctuation | 121 | 1.5% |
| Other Punctuation | 9 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 702 | |
| v | 618 | 9.6% |
| i | 560 | 8.7% |
| a | 527 | 8.2% |
| e | 448 | 7.0% |
| d | 434 | 6.8% |
| p | 402 | 6.3% |
| k | 355 | 5.5% |
| r | 339 | 5.3% |
| c | 336 | 5.2% |
| Other values (16) | 1706 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 133 | |
| 4 | 121 | |
| 0 | 78 | |
| 2 | 63 | |
| 6 | 34 | 6.8% |
| 8 | 25 | 5.0% |
| 5 | 25 | 5.0% |
| 3 | 11 | 2.2% |
| 9 | 8 | 1.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 8 | |
| / | 1 | 11.1% |
Space Separator
| Value | Count | Frequency (%) |
| 819 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 121 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6427 | |
| Common | 1447 | 18.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 702 | |
| v | 618 | 9.6% |
| i | 560 | 8.7% |
| a | 527 | 8.2% |
| e | 448 | 7.0% |
| d | 434 | 6.8% |
| p | 402 | 6.3% |
| k | 355 | 5.5% |
| r | 339 | 5.3% |
| c | 336 | 5.2% |
| Other values (16) | 1706 |
Common
| Value | Count | Frequency (%) |
| 819 | ||
| 1 | 133 | 9.2% |
| - | 121 | 8.4% |
| 4 | 121 | 8.4% |
| 0 | 78 | 5.4% |
| 2 | 63 | 4.4% |
| 6 | 34 | 2.3% |
| 8 | 25 | 1.7% |
| 5 | 25 | 1.7% |
| 3 | 11 | 0.8% |
| Other values (3) | 17 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 7874 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 819 | 10.4% | |
| t | 702 | 8.9% |
| v | 618 | 7.8% |
| i | 560 | 7.1% |
| a | 527 | 6.7% |
| e | 448 | 5.7% |
| d | 434 | 5.5% |
| p | 402 | 5.1% |
| k | 355 | 4.5% |
| r | 339 | 4.3% |
| Other values (29) | 2670 |
cc_displacement
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1283.3742 |
| Minimum | 624 |
|---|---|
| Maximum | 2179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 KiB |
Quantile statistics
| Minimum | 624 |
|---|---|
| 5-th percentile | 814 |
| Q1 | 1197 |
| median | 1197 |
| Q3 | 1496 |
| 95-th percentile | 1798 |
| Maximum | 2179 |
| Range | 1555 |
| Interquartile range (IQR) | 299 |
Descriptive statistics
| Standard deviation | 272.76855 |
|---|---|
| Coefficient of variation (CV) | 0.21254016 |
| Kurtosis | 1.0345116 |
| Mean | 1283.3742 |
| Median Absolute Deviation (MAD) | 198 |
| Skewness | 0.71994074 |
| Sum | 1173004 |
| Variance | 74402.683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1197 | 260 | |
| 998 | 97 | 10.6% |
| 1199 | 44 | 4.8% |
| 1591 | 34 | 3.7% |
| 1248 | 33 | 3.6% |
| 1596 | 31 | 3.4% |
| 1497 | 30 | 3.3% |
| 999 | 30 | 3.3% |
| 1498 | 29 | 3.2% |
| 796 | 28 | 3.1% |
| Other values (28) | 298 |
| Value | Count | Frequency (%) |
| 624 | 2 | 0.2% |
| 796 | 28 | 3.1% |
| 799 | 11 | 1.2% |
| 814 | 15 | 1.6% |
| 936 | 2 | 0.2% |
| 998 | 97 | |
| 999 | 30 | 3.3% |
| 1086 | 14 | 1.5% |
| 1193 | 1 | 0.1% |
| 1194 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 2179 | 15 | |
| 1991 | 2 | 0.2% |
| 1968 | 1 | 0.1% |
| 1956 | 17 | |
| 1798 | 13 | 1.4% |
| 1696 | 10 | 1.1% |
| 1599 | 1 | 0.1% |
| 1598 | 5 | 0.5% |
| 1596 | 31 | |
| 1591 | 34 |
transmission_gears
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| 5 | |
|---|---|
| 6 | |
| 4 | 35 |
| 7 | 16 |
| c | 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 914 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 7 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 707 | |
| 6 | 153 | 16.7% |
| 4 | 35 | 3.8% |
| 7 | 16 | 1.8% |
| c | 3 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 707 | |
| 6 | 153 | 16.7% |
| 4 | 35 | 3.8% |
| 7 | 16 | 1.8% |
| c | 3 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 707 | |
| 6 | 153 | 16.7% |
| 4 | 35 | 3.8% |
| 7 | 16 | 1.8% |
| c | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 911 | |
| Lowercase Letter | 3 | 0.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 707 | |
| 6 | 153 | 16.8% |
| 4 | 35 | 3.8% |
| 7 | 16 | 1.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 911 | |
| Latin | 3 | 0.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 5 | 707 | |
| 6 | 153 | 16.8% |
| 4 | 35 | 3.8% |
| 7 | 16 | 1.8% |
Latin
| Value | Count | Frequency (%) |
| c | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 914 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 5 | 707 | |
| 6 | 153 | 16.7% |
| 4 | 35 | 3.8% |
| 7 | 16 | 1.8% |
| c | 3 | 0.3% |
transmission_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| m | |
|---|---|
| a |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 914 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | a |
|---|---|
| 2nd row | m |
| 3rd row | m |
| 4th row | m |
| 5th row | m |
Common Values
| Value | Count | Frequency (%) |
| m | 653 | |
| a | 261 | 28.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 653 | |
| a | 261 | 28.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 653 | |
| a | 261 | 28.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 914 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 653 | |
| a | 261 | 28.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 914 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 653 | |
| a | 261 | 28.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 914 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 653 | |
| a | 261 | 28.6% |
bhp
Real number (ℝ)
| Distinct | 105 |
|---|---|
| Distinct (%) | 11.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.030175 |
| Minimum | 34 |
|---|---|
| Maximum | 177 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.3 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 55.2 |
| Q1 | 74 |
| median | 82 |
| Q3 | 103.25 |
| 95-th percentile | 138 |
| Maximum | 177 |
| Range | 143 |
| Interquartile range (IQR) | 29.25 |
Descriptive statistics
| Standard deviation | 24.595367 |
|---|---|
| Coefficient of variation (CV) | 0.27319026 |
| Kurtosis | 0.98619333 |
| Mean | 90.030175 |
| Median Absolute Deviation (MAD) | 13.93 |
| Skewness | 0.87533373 |
| Sum | 82287.58 |
| Variance | 604.93205 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 82 | 51 | 5.6% |
| 81.8 | 49 | 5.4% |
| 67 | 48 | 5.3% |
| 81.86 | 40 | 4.4% |
| 88.5 | 30 | 3.3% |
| 81.83 | 26 | 2.8% |
| 89 | 26 | 2.8% |
| 78.9 | 25 | 2.7% |
| 67.04 | 25 | 2.7% |
| 85 | 24 | 2.6% |
| Other values (95) | 570 |
| Value | Count | Frequency (%) |
| 34 | 4 | 0.4% |
| 35 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| 46.3 | 1 | 0.1% |
| 47.3 | 20 | |
| 47.33 | 3 | 0.3% |
| 48 | 2 | 0.2% |
| 53 | 3 | 0.3% |
| 53.3 | 7 | 0.8% |
| 53.64 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 177 | 1 | 0.1% |
| 170.63 | 1 | 0.1% |
| 170 | 3 | 0.3% |
| 167.68 | 12 | |
| 167.67 | 1 | 0.1% |
| 164 | 2 | 0.2% |
| 158 | 1 | 0.1% |
| 141 | 11 | |
| 140 | 6 | |
| 138.13 | 1 | 0.1% |
torque
Real number (ℝ)
| Distinct | 79 |
|---|---|
| Distinct (%) | 8.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.75864 |
| Minimum | 48 |
|---|---|
| Maximum | 380 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.3 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 74.5 |
| Q1 | 109 |
| median | 114 |
| Q3 | 154 |
| 95-th percentile | 265 |
| Maximum | 380 |
| Range | 332 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 62.7486 |
|---|---|
| Coefficient of variation (CV) | 0.44578861 |
| Kurtosis | 2.5126335 |
| Mean | 140.75864 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 1.671263 |
| Sum | 128653.4 |
| Variance | 3937.3868 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 113 | 104 | 11.4% |
| 90 | 81 | 8.9% |
| 110 | 40 | 4.4% |
| 114 | 39 | 4.3% |
| 113.75 | 34 | 3.7% |
| 115 | 32 | 3.5% |
| 200 | 30 | 3.3% |
| 145 | 29 | 3.2% |
| 114.7 | 26 | 2.8% |
| 69 | 25 | 2.7% |
| Other values (69) | 474 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.1% |
| 51 | 1 | 0.1% |
| 59 | 4 | 0.4% |
| 62 | 1 | 0.1% |
| 69 | 25 | 2.7% |
| 72 | 11 | 1.2% |
| 74.5 | 12 | 1.3% |
| 78 | 1 | 0.1% |
| 90 | 81 | |
| 91 | 18 | 2.0% |
| Value | Count | Frequency (%) |
| 380 | 2 | 0.2% |
| 350 | 23 | |
| 330 | 5 | 0.5% |
| 320 | 3 | 0.3% |
| 300 | 2 | 0.2% |
| 280 | 9 | 1.0% |
| 265 | 9 | 1.0% |
| 260 | 9 | 1.0% |
| 250 | 17 | |
| 248 | 3 | 0.3% |
fuel_economy
Categorical
| Distinct | 158 |
|---|---|
| Distinct (%) | 17.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| 18.6 | 59 |
|---|---|
| 18.9 | 51 |
| 21.01 | 39 |
| 18.5 | 37 |
| 23.1 | 23 |
| Other values (153) |
Length
| Max length | 18 |
|---|---|
| Median length | 5 |
| Mean length | 4.3719912 |
| Min length | 2 |
Characters and Unicode
| Total characters | 3996 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 47 ? |
|---|---|
| Unique (%) | 5.1% |
Sample
| 1st row | 21.66 |
|---|---|
| 2nd row | 17.19 |
| 3rd row | 16.5 |
| 4th row | 21.7 |
| 5th row | 18.9 |
Common Values
| Value | Count | Frequency (%) |
| 18.6 | 59 | 6.5% |
| 18.9 | 51 | 5.6% |
| 21.01 | 39 | 4.3% |
| 18.5 | 37 | 4.0% |
| 23.1 | 23 | 2.5% |
| 20.36 | 22 | 2.4% |
| 17.4 | 21 | 2.3% |
| 22.05 | 15 | 1.6% |
| 17.01 | 15 | 1.6% |
| 19.1 | 15 | 1.6% |
| Other values (148) | 617 |
Length
| Value | Count | Frequency (%) |
| 18.6 | 59 | 6.4% |
| 18.9 | 51 | 5.5% |
| 21.01 | 39 | 4.2% |
| 18.5 | 37 | 4.0% |
| 23.1 | 23 | 2.5% |
| 20.36 | 22 | 2.4% |
| 17.4 | 21 | 2.3% |
| 22.05 | 15 | 1.6% |
| 17.01 | 15 | 1.6% |
| 19.1 | 15 | 1.6% |
| Other values (153) | 623 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 881 | |
| . | 861 | |
| 2 | 545 | |
| 8 | 268 | 6.7% |
| 0 | 261 | 6.5% |
| 7 | 248 | 6.2% |
| 6 | 219 | 5.5% |
| 9 | 201 | 5.0% |
| 5 | 177 | 4.4% |
| 4 | 172 | 4.3% |
| Other values (11) | 163 | 4.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3114 | |
| Other Punctuation | 862 | 21.6% |
| Lowercase Letter | 14 | 0.4% |
| Space Separator | 6 | 0.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 881 | |
| 2 | 545 | |
| 8 | 268 | 8.6% |
| 0 | 261 | 8.4% |
| 7 | 248 | 8.0% |
| 6 | 219 | 7.0% |
| 9 | 201 | 6.5% |
| 5 | 177 | 5.7% |
| 4 | 172 | 5.5% |
| 3 | 142 | 4.6% |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 3 | |
| s | 2 | |
| i | 2 | |
| v | 2 | |
| p | 2 | |
| h | 1 | 7.1% |
| r | 1 | 7.1% |
| m | 1 | 7.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 861 | |
| @ | 1 | 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3982 | |
| Latin | 14 | 0.4% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 881 | |
| . | 861 | |
| 2 | 545 | |
| 8 | 268 | 6.7% |
| 0 | 261 | 6.6% |
| 7 | 248 | 6.2% |
| 6 | 219 | 5.5% |
| 9 | 201 | 5.0% |
| 5 | 177 | 4.4% |
| 4 | 172 | 4.3% |
| Other values (3) | 149 | 3.7% |
Latin
| Value | Count | Frequency (%) |
| b | 3 | |
| s | 2 | |
| i | 2 | |
| v | 2 | |
| p | 2 | |
| h | 1 | 7.1% |
| r | 1 | 7.1% |
| m | 1 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3996 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 881 | |
| . | 861 | |
| 2 | 545 | |
| 8 | 268 | 6.7% |
| 0 | 261 | 6.5% |
| 7 | 248 | 6.2% |
| 6 | 219 | 5.5% |
| 9 | 201 | 5.0% |
| 5 | 177 | 4.4% |
| 4 | 172 | 4.3% |
| Other values (11) | 163 | 4.1% |
emission_class
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| 4 | |
|---|---|
| 5 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 914 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 5 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 5 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 552 | |
| 5 | 281 | |
| 3 | 81 | 8.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 552 | |
| 5 | 281 | |
| 3 | 81 | 8.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 552 | |
| 5 | 281 | |
| 3 | 81 | 8.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 914 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 552 | |
| 5 | 281 | |
| 3 | 81 | 8.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 914 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 552 | |
| 5 | 281 | |
| 3 | 81 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 914 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 552 | |
| 5 | 281 | |
| 3 | 81 | 8.9% |
price
Real number (ℝ)
| Distinct | 585 |
|---|---|
| Distinct (%) | 64.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 721344.64 |
| Minimum | 188000 |
|---|---|
| Maximum | 2941000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.2 KiB |
Quantile statistics
| Minimum | 188000 |
|---|---|
| 5-th percentile | 329300 |
| Q1 | 466750 |
| median | 652000 |
| Q3 | 861500 |
| 95-th percentile | 1450100 |
| Maximum | 2941000 |
| Range | 2753000 |
| Interquartile range (IQR) | 394750 |
Descriptive statistics
| Standard deviation | 348866.82 |
|---|---|
| Coefficient of variation (CV) | 0.48363404 |
| Kurtosis | 3.8759316 |
| Mean | 721344.64 |
| Median Absolute Deviation (MAD) | 194500 |
| Skewness | 1.632434 |
| Sum | 6.59309 × 108 |
| Variance | 1.2170806 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 790000 | 6 | 0.7% |
| 699000 | 6 | 0.7% |
| 914000 | 5 | 0.5% |
| 625000 | 5 | 0.5% |
| 544000 | 5 | 0.5% |
| 396000 | 5 | 0.5% |
| 589000 | 5 | 0.5% |
| 651000 | 4 | 0.4% |
| 694000 | 4 | 0.4% |
| 628000 | 4 | 0.4% |
| Other values (575) | 865 |
| Value | Count | Frequency (%) |
| 188000 | 1 | |
| 237000 | 1 | |
| 239000 | 1 | |
| 245000 | 1 | |
| 248000 | 1 | |
| 255000 | 1 | |
| 262000 | 1 | |
| 266000 | 1 | |
| 267000 | 1 | |
| 269000 | 1 |
| Value | Count | Frequency (%) |
| 2941000 | 1 | |
| 2100000 | 1 | |
| 2019000 | 2 | |
| 1984000 | 2 | |
| 1978000 | 2 | |
| 1972000 | 1 | |
| 1958000 | 2 | |
| 1912000 | 1 | |
| 1875000 | 1 | |
| 1848000 | 2 |
engine_litres
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 10 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 393 |
| Missing (%) | 43.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3036468 |
| Minimum | 0.8 |
|---|---|
| Maximum | 2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 14.3 KiB |
Quantile statistics
| Minimum | 0.8 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.2 |
| median | 1.2 |
| Q3 | 1.5 |
| 95-th percentile | 1.6 |
| Maximum | 2 |
| Range | 1.2 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.2447254 |
|---|---|
| Coefficient of variation (CV) | 0.18772369 |
| Kurtosis | 0.7868113 |
| Mean | 1.3036468 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 0.92571506 |
| Sum | 679.2 |
| Variance | 0.059890521 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 242 | |
| 1.5 | 87 | 9.5% |
| 1 | 79 | 8.6% |
| 1.6 | 58 | 6.3% |
| 2 | 23 | 2.5% |
| 1.4 | 16 | 1.8% |
| 1.1 | 6 | 0.7% |
| 1.3 | 5 | 0.5% |
| 0.8 | 4 | 0.4% |
| 1.8 | 1 | 0.1% |
| (Missing) | 393 |
| Value | Count | Frequency (%) |
| 0.8 | 4 | 0.4% |
| 1 | 79 | 8.6% |
| 1.1 | 6 | 0.7% |
| 1.2 | 242 | |
| 1.3 | 5 | 0.5% |
| 1.4 | 16 | 1.8% |
| 1.5 | 87 | 9.5% |
| 1.6 | 58 | 6.3% |
| 1.8 | 1 | 0.1% |
| 2 | 23 | 2.5% |
| Value | Count | Frequency (%) |
| 2 | 23 | 2.5% |
| 1.8 | 1 | 0.1% |
| 1.6 | 58 | 6.3% |
| 1.5 | 87 | 9.5% |
| 1.4 | 16 | 1.8% |
| 1.3 | 5 | 0.5% |
| 1.2 | 242 | |
| 1.1 | 6 | 0.7% |
| 1 | 79 | 8.6% |
| 0.8 | 4 | 0.4% |
drive_train
Categorical
CONSTANT  MISSING 
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 888 |
| Missing (%) | 97.2% |
| Memory size | 14.3 KiB |
| fwd |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 78 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | fwd |
|---|---|
| 2nd row | fwd |
| 3rd row | fwd |
| 4th row | fwd |
| 5th row | fwd |
Common Values
| Value | Count | Frequency (%) |
| fwd | 26 | 2.8% |
| (Missing) | 888 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fwd | 26 |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 26 | |
| w | 26 | |
| d | 26 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 78 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 26 | |
| w | 26 | |
| d | 26 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 78 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 26 | |
| w | 26 | |
| d | 26 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 78 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 26 | |
| w | 26 | |
| d | 26 |
| year | mileage | fuel_capacity | cc_displacement | bhp | torque | price | engine_litres | make | model | color | body_style | num_owners | seating_capacity | fuel_type | engine_type | transmission_gears | transmission_type | emission_class | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| year | 1.000 | -0.644 | -0.058 | 0.060 | 0.139 | 0.093 | 0.569 | -0.090 | 0.209 | 0.409 | 0.098 | 0.176 | 0.184 | 0.123 | 0.131 | 0.385 | 0.119 | 0.210 | 0.455 |
| mileage | -0.644 | 1.000 | 0.259 | 0.167 | 0.114 | 0.205 | -0.206 | 0.247 | 0.121 | 0.220 | 0.000 | 0.000 | 0.157 | 0.044 | 0.216 | 0.236 | 0.000 | 0.070 | 0.187 |
| fuel_capacity | -0.058 | 0.259 | 1.000 | 0.609 | 0.730 | 0.783 | 0.585 | 0.608 | 0.509 | 0.923 | 0.212 | 0.459 | 0.000 | 0.538 | 0.344 | 0.766 | 0.309 | 0.112 | 0.234 |
| cc_displacement | 0.060 | 0.167 | 0.609 | 1.000 | 0.758 | 0.734 | 0.620 | 0.849 | 0.474 | 0.805 | 0.136 | 0.371 | 0.059 | 0.476 | 0.450 | 0.775 | 0.302 | 0.207 | 0.154 |
| bhp | 0.139 | 0.114 | 0.730 | 0.758 | 1.000 | 0.872 | 0.778 | 0.761 | 0.471 | 0.800 | 0.127 | 0.400 | 0.014 | 0.174 | 0.290 | 0.745 | 0.381 | 0.214 | 0.163 |
| torque | 0.093 | 0.205 | 0.783 | 0.734 | 0.872 | 1.000 | 0.739 | 0.738 | 0.419 | 0.789 | 0.119 | 0.410 | 0.079 | 0.220 | 0.646 | 0.777 | 0.359 | 0.244 | 0.146 |
| price | 0.569 | -0.206 | 0.585 | 0.620 | 0.778 | 0.739 | 1.000 | 0.515 | 0.445 | 0.614 | 0.126 | 0.376 | 0.122 | 0.118 | 0.268 | 0.614 | 0.342 | 0.287 | 0.228 |
| engine_litres | -0.090 | 0.247 | 0.608 | 0.849 | 0.761 | 0.738 | 0.515 | 1.000 | 0.509 | 0.810 | 0.128 | 0.410 | 0.102 | 0.180 | 0.733 | 0.717 | 0.368 | 0.201 | 0.266 |
| make | 0.209 | 0.121 | 0.509 | 0.474 | 0.471 | 0.419 | 0.445 | 0.509 | 1.000 | 0.960 | 0.152 | 0.381 | 0.082 | 0.328 | 0.294 | 0.882 | 0.315 | 0.155 | 0.252 |
| model | 0.409 | 0.220 | 0.923 | 0.805 | 0.800 | 0.789 | 0.614 | 0.810 | 0.960 | 1.000 | 0.304 | 0.954 | 0.084 | 0.934 | 0.486 | 0.746 | 0.496 | 0.544 | 0.720 |
| color | 0.098 | 0.000 | 0.212 | 0.136 | 0.127 | 0.119 | 0.126 | 0.128 | 0.152 | 0.304 | 1.000 | 0.185 | 0.000 | 0.053 | 0.000 | 0.289 | 0.061 | 0.102 | 0.179 |
| body_style | 0.176 | 0.000 | 0.459 | 0.371 | 0.400 | 0.410 | 0.376 | 0.410 | 0.381 | 0.954 | 0.185 | 1.000 | 0.026 | 0.340 | 0.293 | 0.698 | 0.277 | 0.229 | 0.118 |
| num_owners | 0.184 | 0.157 | 0.000 | 0.059 | 0.014 | 0.079 | 0.122 | 0.102 | 0.082 | 0.084 | 0.000 | 0.026 | 1.000 | 0.000 | 0.000 | 0.000 | 0.085 | 0.079 | 0.080 |
| seating_capacity | 0.123 | 0.044 | 0.538 | 0.476 | 0.174 | 0.220 | 0.118 | 0.180 | 0.328 | 0.934 | 0.053 | 0.340 | 0.000 | 1.000 | 0.140 | 0.871 | 0.130 | 0.070 | 0.098 |
| fuel_type | 0.131 | 0.216 | 0.344 | 0.450 | 0.290 | 0.646 | 0.268 | 0.733 | 0.294 | 0.486 | 0.000 | 0.293 | 0.000 | 0.140 | 1.000 | 0.581 | 0.252 | 0.000 | 0.000 |
| engine_type | 0.385 | 0.236 | 0.766 | 0.775 | 0.745 | 0.777 | 0.614 | 0.717 | 0.882 | 0.746 | 0.289 | 0.698 | 0.000 | 0.871 | 0.581 | 1.000 | 0.549 | 0.401 | 0.609 |
| transmission_gears | 0.119 | 0.000 | 0.309 | 0.302 | 0.381 | 0.359 | 0.342 | 0.368 | 0.315 | 0.496 | 0.061 | 0.277 | 0.085 | 0.130 | 0.252 | 0.549 | 1.000 | 0.291 | 0.060 |
| transmission_type | 0.210 | 0.070 | 0.112 | 0.207 | 0.214 | 0.244 | 0.287 | 0.201 | 0.155 | 0.544 | 0.102 | 0.229 | 0.079 | 0.070 | 0.000 | 0.401 | 0.291 | 1.000 | 0.182 |
| emission_class | 0.455 | 0.187 | 0.234 | 0.154 | 0.163 | 0.146 | 0.228 | 0.266 | 0.252 | 0.720 | 0.179 | 0.118 | 0.080 | 0.098 | 0.000 | 0.609 | 0.060 | 0.182 | 1.000 |
| name | make | model | year | color | body_style | mileage | num_owners | seating_capacity | fuel_type | fuel_capacity | engine_type | cc_displacement | transmission_gears | transmission_type | bhp | torque | fuel_economy | emission_class | price | engine_litres | drive_train | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | highline at (d) | volkswagen | ameo | 2017 | silver | sedan | 44611 | 1 | 5 | d | 45 | tdi | 1498 | 7 | a | 109.00 | 250.00 | 21.66 | 4 | 657000 | 1.5 | <NA> |
| 1 | sx | hyundai | i20 active | 2016 | red | crossover | 20305 | 1 | 5 | p | 45 | kappa | 1197 | 5 | m | 82.00 | 115.00 | 17.19 | 5 | 682000 | 1.2 | <NA> |
| 2 | vx | honda | wr-v | 2019 | white | suv | 29540 | 2 | 5 | p | 40 | i-vtec | 1199 | 5 | m | 88.50 | 110.00 | 16.5 | 4 | 793000 | NaN | <NA> |
| 3 | rxt amt | renault | kwid | 2017 | bronze | hatchback | 35680 | 1 | 5 | p | 28 | 999 | 5 | m | 67.00 | 91.00 | 21.7 | 4 | 414000 | 1.0 | <NA> | |
| 4 | asta | hyundai | grand i10 | 2017 | orange | hatchback | 25126 | 1 | 5 | p | 43 | kappa vtvt | 1197 | 5 | m | 81.86 | 113.75 | 18.9 | 5 | 515000 | 1.2 | <NA> |
| 5 | sportz | hyundai | elite i20 | 2016 | red | hatchback | 52261 | 1 | 5 | p | 45 | kappa vtvt | 1197 | 5 | m | 81.83 | 114.70 | 18.6 | 4 | 604000 | 1.2 | <NA> |
| 6 | v mt | honda | brio | 2012 | grey | hatchback | 28108 | 2 | 5 | p | 35 | 4 cylinder inline | 1198 | 5 | m | 86.80 | 109.00 | 19.4 | 3 | 316000 | NaN | <NA> |
| 7 | xz | tata | harrier | 2019 | grey | suv | 92603 | 1 | 5 | d | 50 | kryotec turbocharge | 1956 | 6 | a | 138.00 | 350.00 | 17.0 | 4 | 1419000 | 2.0 | <NA> |
| 8 | sportz amt vtvt | hyundai | grand i10 nios | 2021 | blue | hatchback | 16304 | 1 | 5 | p | 37 | kappa | 1197 | 5 | m | 81.86 | 113.75 | 20.07 | 4 | 710000 | 1.2 | <NA> |
| 9 | rxt opt | renault | kwid | 2019 | bronze | hatchback | 26350 | 2 | 5 | p | 28 | 999 | 5 | m | 67.00 | 91.00 | 22.0 | 4 | 392000 | 1.0 | <NA> |
| name | make | model | year | color | body_style | mileage | num_owners | seating_capacity | fuel_type | fuel_capacity | engine_type | cc_displacement | transmission_gears | transmission_type | bhp | torque | fuel_economy | emission_class | price | engine_litres | drive_train | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 966 | lxi | maruti suzuki | swift | 2021 | blue | hatchback | 9384 | 1 | 5 | p | 42 | k series | 1197 | 5 | a | 85.80 | 114.0 | 18.6 | 4 | 590000 | NaN | <NA> |
| 967 | zxi plus | maruti suzuki | swift | 2020 | grey | hatchback | 6104 | 1 | 5 | p | 37 | vtvt | 1197 | 5 | a | 81.80 | 113.0 | 21.21 | 4 | 838000 | NaN | <NA> |
| 968 | zxi amt | maruti suzuki | swift | 2019 | grey | hatchback | 21992 | 2 | 5 | p | 37 | vtvt | 1197 | 5 | a | 81.80 | 113.0 | 21.21 | 4 | 829000 | NaN | <NA> |
| 969 | rxt dual tone | renault | captur | 2018 | orange | suv | 54137 | 1 | 5 | p | 50 | h4k | 1498 | 5 | a | 105.00 | 142.0 | 13.87 | 5 | 799000 | 1.5 | <NA> |
| 970 | zxi amt | maruti suzuki | dzire | 2017 | blue | sedan | 33258 | 1 | 5 | p | 37 | 1197 | 5 | a | 88.50 | 113.0 | 23.26 | 5 | 722000 | 1.2 | <NA> | |
| 971 | vtvt sx | hyundai | verna | 2018 | white | sedan | 23869 | 1 | 5 | p | 43 | 1591 | 6 | a | 121.00 | 158.0 | 17.4 | 5 | 956000 | 1.6 | fwd | |
| 972 | vtvt sx | hyundai | verna | 2019 | white | sedan | 14831 | 1 | 5 | p | 43 | 1591 | 6 | a | 121.00 | 158.0 | 17.4 | 5 | 1027000 | 1.6 | fwd | |
| 973 | fluidic vtvt sx at | hyundai | verna | 2014 | silver | sedan | 52846 | 1 | 5 | p | 43 | 1591 | 4 | a | 121.00 | 158.0 | 17.01 | 3 | 736000 | 1.6 | fwd | |
| 974 | flair edition | ford | freestyle | 2020 | white | crossover | 28335 | 2 | 5 | d | 42 | 1499 | 5 | a | 98.96 | 215.0 | 18.5 | 5 | 749000 | 1.5 | <NA> | |
| 975 | alpha amt | maruti suzuki | ignis | 2018 | silver | hatchback | 41176 | 1 | 5 | p | 32 | vvt | 1197 | 5 | a | 81.80 | 113.0 | 20.89 | 5 | 691000 | 1.2 | <NA> |